/tmp/ipykernel_5336/4293058459.py:21: FutureWarning: The `inplace` parameter in pandas.Categorical.reorder_categories is deprecated and will be removed in a future version. Reordering categories will always return a new Categorical object.
Turtle 25 RDF/XML Syntax 25 unknown 12 OWL/XML Syntax 1 Name: syntax, dtype: int64
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| AnnotationAssertion | 51 | 5180.492063 | 20753.354545 | 0.0 | 63.5 | 296.0 | 1918.0 | 147264.0 |
| Declaration | 51 | 1098.349206 | 3601.573295 | 0.0 | 28.0 | 217.0 | 788.5 | 27269.0 |
| SubClassOf | 49 | 1256.603175 | 4305.051128 | 0.0 | 5.0 | 141.0 | 729.0 | 29117.0 |
| ObjectPropertyRange | 45 | 34.666667 | 71.647885 | 0.0 | 0.0 | 14.0 | 31.0 | 520.0 |
| ObjectPropertyDomain | 44 | 32.650794 | 71.306960 | 0.0 | 0.0 | 10.0 | 28.5 | 517.0 |
| DataPropertyRange | 42 | 12.873016 | 26.888355 | 0.0 | 0.0 | 4.0 | 10.5 | 170.0 |
| SubObjectPropertyOf | 38 | 48.777778 | 104.431247 | 0.0 | 0.0 | 10.0 | 55.0 | 709.0 |
| DataPropertyDomain | 36 | 12.365079 | 36.840678 | 0.0 | 0.0 | 2.0 | 5.0 | 235.0 |
| DisjointClasses | 35 | 209.888889 | 1545.528682 | 0.0 | 0.0 | 1.0 | 20.0 | 12277.0 |
| InverseObjectProperties | 35 | 10.079365 | 23.447472 | 0.0 | 0.0 | 1.0 | 8.0 | 126.0 |
| ClassAssertion | 34 | 149.539683 | 516.690955 | 0.0 | 0.0 | 1.0 | 20.0 | 3053.0 |
| EquivalentClasses | 31 | 116.142857 | 586.333491 | 0.0 | 0.0 | 0.0 | 39.0 | 4640.0 |
| SubDataPropertyOf | 26 | 8.619048 | 31.667338 | 0.0 | 0.0 | 0.0 | 6.0 | 242.0 |
| SubAnnotationPropertyOf | 25 | 9.492063 | 27.109023 | 0.0 | 0.0 | 0.0 | 5.5 | 179.0 |
| TransitiveObjectProperty | 25 | 3.253968 | 7.002231 | 0.0 | 0.0 | 0.0 | 4.0 | 38.0 |
| FunctionalObjectProperty | 24 | 2.269841 | 4.235816 | 0.0 | 0.0 | 0.0 | 3.5 | 18.0 |
| FunctionalDataProperty | 22 | 1.968254 | 4.974024 | 0.0 | 0.0 | 0.0 | 2.0 | 26.0 |
| InverseFunctionalObjectProperty | 20 | 1.190476 | 2.481266 | 0.0 | 0.0 | 0.0 | 1.0 | 12.0 |
| IrrefexiveObjectProperty | 18 | 2.492063 | 5.877439 | 0.0 | 0.0 | 0.0 | 1.0 | 24.0 |
| SymmetricObjectProperty | 17 | 2.539683 | 6.497705 | 0.0 | 0.0 | 0.0 | 1.0 | 35.0 |
| AnnotationPropertyRangeOf | 17 | 4.968254 | 17.818954 | 0.0 | 0.0 | 0.0 | 1.0 | 134.0 |
| ObjectPropertyAssertion | 14 | 343.206349 | 1650.427502 | 0.0 | 0.0 | 0.0 | 0.0 | 10267.0 |
| AsymmetricObjectProperty | 14 | 2.206349 | 5.403579 | 0.0 | 0.0 | 0.0 | 0.0 | 20.0 |
| DataPropertyAssertion | 13 | 110.634921 | 510.285856 | 0.0 | 0.0 | 0.0 | 0.0 | 3617.0 |
| DisjointUnion | 12 | 7.079365 | 20.590713 | 0.0 | 0.0 | 0.0 | 0.0 | 116.0 |
| SubPropertyChainOf | 11 | 3.349206 | 15.190361 | 0.0 | 0.0 | 0.0 | 0.0 | 103.0 |
| EquivalentObjectProperties | 8 | 1.079365 | 4.756325 | 0.0 | 0.0 | 0.0 | 0.0 | 36.0 |
| AnnotationPropertyDomain | 7 | 0.222222 | 0.850890 | 0.0 | 0.0 | 0.0 | 0.0 | 6.0 |
| ReflexiveObjectProperty | 7 | 0.158730 | 0.514510 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 |
| DifferentIndividuals | 7 | 0.634921 | 3.244358 | 0.0 | 0.0 | 0.0 | 0.0 | 25.0 |
| DisjointObjectProperties | 5 | 0.603175 | 2.679310 | 0.0 | 0.0 | 0.0 | 0.0 | 17.0 |
| Rule | 4 | 0.793651 | 3.650712 | 0.0 | 0.0 | 0.0 | 0.0 | 25.0 |
| EquivalentDataProperties | 2 | 0.238095 | 1.399473 | 0.0 | 0.0 | 0.0 | 0.0 | 10.0 |
| SameIndividual | 2 | 1.984127 | 14.878532 | 0.0 | 0.0 | 0.0 | 0.0 | 118.0 |
| DatatypeDefinition | 2 | 0.349206 | 2.417401 | 0.0 | 0.0 | 0.0 | 0.0 | 19.0 |
| NegativeObjectPropertyAssertion | 1 | 0.015873 | 0.125988 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 |
| DisjointDataProperties | 1 | 0.031746 | 0.251976 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Class | 51 | 4407.730159 | 13502.246419 | 0.0 | 55.0 | 512.0 | 2515.0 | 84618.0 |
| ObjectUnionOf | 32 | 9.730159 | 19.043419 | 0.0 | 0.0 | 1.0 | 11.0 | 88.0 |
| ObjectAllValuesFrom | 31 | 22.904762 | 57.594723 | 0.0 | 0.0 | 0.0 | 18.5 | 400.0 |
| ObjectSomeValuesFrom | 30 | 291.015873 | 1604.197935 | 0.0 | 0.0 | 0.0 | 82.5 | 12660.0 |
| ObjectExactCardinality | 26 | 5.904762 | 17.729795 | 0.0 | 0.0 | 0.0 | 3.0 | 115.0 |
| ObjectIntersectionOf | 25 | 97.682540 | 594.410302 | 0.0 | 0.0 | 0.0 | 16.5 | 4707.0 |
| DataExactCardinality | 22 | 2.460317 | 4.442556 | 0.0 | 0.0 | 0.0 | 3.0 | 18.0 |
| DataAllValuesFrom | 17 | 0.825397 | 1.718398 | 0.0 | 0.0 | 0.0 | 1.0 | 9.0 |
| ObjectComplementOf | 16 | 3.857143 | 19.867186 | 0.0 | 0.0 | 0.0 | 0.5 | 157.0 |
| DataHasValue | 16 | 27.777778 | 76.189586 | 0.0 | 0.0 | 0.0 | 1.5 | 494.0 |
| ObjectHasValue | 14 | 10.650794 | 39.669668 | 0.0 | 0.0 | 0.0 | 0.0 | 211.0 |
| ObjectMinCardinality | 13 | 1.444444 | 4.535799 | 0.0 | 0.0 | 0.0 | 0.0 | 28.0 |
| DataSomeValuesFrom | 13 | 1.714286 | 5.119314 | 0.0 | 0.0 | 0.0 | 0.0 | 33.0 |
| ObjectMaxCardinality | 11 | 15.079365 | 112.613427 | 0.0 | 0.0 | 0.0 | 0.0 | 894.0 |
| ObjectOneOf | 9 | 11.904762 | 52.600354 | 0.0 | 0.0 | 0.0 | 0.0 | 275.0 |
| DataMinCardinality | 6 | 0.396825 | 2.524331 | 0.0 | 0.0 | 0.0 | 0.0 | 20.0 |
| DataMaxCardinality | 6 | 1.825397 | 9.647897 | 0.0 | 0.0 | 0.0 | 0.0 | 74.0 |
| ObjectHasSelf | 1 | 0.015873 | 0.125988 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 |
| ontology | score | score_dash | score_impact | |
|---|---|---|---|---|
| 17 | FOAF | 0.318 | 0.333 | 0.302 |
| 38 | PROVO | 0.316 | 0.504 | 0.127 |
| 19 | IAO | 0.296 | 0.593 | 0.000 |
| 22 | MDO | 0.285 | 0.571 | 0.000 |
| 50 | enanomapper | 0.285 | 0.571 | 0.000 |
| 32 | OEO | 0.285 | 0.571 | 0.000 |
| 57 | nfdicore | 0.275 | 0.549 | 0.000 |
| 39 | QUDT | 0.275 | 0.549 | 0.000 |
| 13 | EMMO_crystallography | 0.275 | 0.549 | 0.000 |
| 8 | EMMO | 0.275 | 0.549 | 0.000 |
| 4 | CHAMEO | 0.275 | 0.549 | 0.000 |
| 47 | UO | 0.264 | 0.527 | 0.000 |
| 15 | EMMO_mechanical_testing | 0.264 | 0.527 | 0.000 |
| 11 | EMMO_Datamodel | 0.264 | 0.527 | 0.000 |
| 3 | CCO | 0.252 | 0.504 | 0.000 |
| 12 | EMMO_atomistic | 0.252 | 0.504 | 0.000 |
| 26 | MatOnto | 0.252 | 0.504 | 0.000 |
| 14 | EMMO_mappings | 0.252 | 0.504 | 0.000 |
| 2 | BWMD-MID | 0.252 | 0.504 | 0.000 |
| 1 | BWMD-DOMAIN | 0.252 | 0.504 | 0.000 |
| 42 | SEMMD | 0.252 | 0.504 | 0.000 |
| 51 | m4i | 0.241 | 0.482 | 0.000 |
| 41 | SAREF | 0.241 | 0.482 | 0.000 |
| 33 | OM | 0.234 | 0.467 | 0.000 |
| 44 | SO | 0.234 | 0.467 | 0.000 |
| 16 | EMMO_microstructure | 0.234 | 0.467 | 0.000 |
| 45 | SP | 0.234 | 0.467 | 0.000 |
| 28 | NPO | 0.234 | 0.467 | 0.000 |
| 6 | DEB | 0.234 | 0.467 | 0.000 |
| 30 | OA | 0.222 | 0.444 | 0.000 |
| 7 | DISO | 0.222 | 0.444 | 0.000 |
| 5 | CIF-core | 0.222 | 0.444 | 0.000 |
| 52 | mat | 0.222 | 0.444 | 0.000 |
| 29 | NanoMine | 0.222 | 0.444 | 0.000 |
| 18 | GPO | 0.222 | 0.444 | 0.000 |
| 55 | mvc | 0.222 | 0.444 | 0.000 |
| 20 | LPBFO | 0.219 | 0.438 | 0.000 |
| 24 | MOL_TENSILE | 0.208 | 0.416 | 0.000 |
| 59 | opmw | 0.200 | 0.400 | 0.000 |
| 35 | P-Plan | 0.200 | 0.400 | 0.000 |
| 48 | WILD | 0.200 | 0.400 | 0.000 |
| 61 | ssos | 0.189 | 0.378 | 0.000 |
| 49 | bmo | 0.189 | 0.378 | 0.000 |
| 23 | MOL_BRINELL | 0.189 | 0.378 | 0.000 |
| 46 | SSN | 0.189 | 0.378 | 0.000 |
| 34 | OSMO | 0.189 | 0.378 | 0.000 |
| 53 | matinfo | 0.167 | 0.333 | 0.000 |
| 40 | QUDV | 0.167 | 0.333 | 0.000 |
| 58 | ontorule | 0.155 | 0.311 | 0.000 |
| 36 | PATO | 0.000 | 0.000 | 0.127 |
| 25 | MSEO | 0.000 | 0.000 | 0.000 |
| 9 | EMMO_BVC | 0.000 | 0.000 | 0.000 |
| 31 | OBO | 0.000 | 0.000 | 0.000 |
| 10 | EMMO_BattINFO | 0.000 | 0.000 | 0.000 |
| 21 | MAMBO | 0.000 | 0.000 | 0.000 |
| 27 | MaterialsMine | 0.000 | 0.000 | 0.000 |
| 37 | PMDCO | 0.000 | 0.000 | 0.000 |
| 43 | SKOS_MDO | 0.000 | 0.000 | 0.000 |
| 54 | metal-alloy | 0.000 | 0.000 | 0.000 |
| 56 | mwo | 0.000 | 0.000 | 0.000 |
| 60 | periodictable | 0.000 | 0.000 | 0.000 |
| 62 | vimmp | 0.000 | 0.000 | 0.000 |
| 0 | AMONTOLOGY | 0.000 | 0.000 | 0.000 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| score | 63.0 | 0.184397 | 0.104819 | 0.0 | 0.167 | 0.222 | 0.252 | 0.318 |
| score_dash | 63.0 | 0.361778 | 0.204714 | 0.0 | 0.333 | 0.444 | 0.504 | 0.593 |
| score_impact | 63.0 | 0.008825 | 0.043728 | 0.0 | 0.000 | 0.000 | 0.000 | 0.302 |